pytorch/test/distributed/elastic/utils/distributed_test.py

#!/usr/bin/env python3
# Owner(s): ["oncall: r2p"]

# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.

import multiprocessing as mp
import os
import socket
import sys
import unittest
from contextlib import closing

from torch.distributed.elastic.utils.distributed import (
    create_c10d_store,
    get_socket_with_port,
)
from torch.testing._internal.common_utils import (
    IS_MACOS,
    IS_WINDOWS,
    run_tests,
    TEST_WITH_TSAN,
    TestCase
)


def _create_c10d_store_mp(is_server, server_addr, port, world_size, wait_for_workers):
    store = create_c10d_store(is_server, server_addr, port, world_size, wait_for_workers=wait_for_workers, timeout=2)
    if store is None:
        raise AssertionError()

    store.set(f"test_key/{os.getpid()}", "test_value".encode("UTF-8"))


if IS_WINDOWS or IS_MACOS:
    print("tests incompatible with tsan or asan", file=sys.stderr)
    sys.exit(0)


class DistributedUtilTest(TestCase):
    def test_create_store_single_server(self):
        store = create_c10d_store(is_server=True, server_addr=socket.gethostname())
        self.assertIsNotNone(store)

    def test_create_store_no_port_multi(self):
        with self.assertRaises(ValueError):
            create_c10d_store(
                is_server=True, server_addr=socket.gethostname(), world_size=2
            )

    @unittest.skipIf(TEST_WITH_TSAN, "test incompatible with tsan")
    def test_create_store_multi(self):
        world_size = 3
        wait_for_workers = False
        localhost = socket.gethostname()

        # start the server on the main process using an available port
        store = create_c10d_store(
            is_server=True,
            server_addr=localhost,
            server_port=0,
            timeout=2,
            world_size=world_size,
            wait_for_workers=wait_for_workers,
        )

        # worker processes will use the port that was assigned to the server
        server_port = store.port

        worker0 = mp.Process(
            target=_create_c10d_store_mp,
            args=(False, localhost, server_port, world_size, wait_for_workers),
        )
        worker1 = mp.Process(
            target=_create_c10d_store_mp,
            args=(False, localhost, server_port, world_size, wait_for_workers),
        )

        worker0.start()
        worker1.start()

        worker0.join()
        worker1.join()

        # check test_key/pid == "test_value"
        self.assertEqual(
            "test_value", store.get(f"test_key/{worker0.pid}").decode("UTF-8")
        )
        self.assertEqual(
            "test_value", store.get(f"test_key/{worker1.pid}").decode("UTF-8")
        )

        self.assertEqual(0, worker0.exitcode)
        self.assertEqual(0, worker1.exitcode)

    def test_create_store_timeout_on_server(self):
        with self.assertRaises(TimeoutError):
            # use any available port (port 0) since timeout is expected
            create_c10d_store(
                is_server=True,
                server_addr=socket.gethostname(),
                server_port=0,
                world_size=2,
                timeout=1,
            )

    def test_create_store_timeout_on_worker(self):
        with self.assertRaises(TimeoutError):
            # use any available port (port 0) since timeout is expected
            create_c10d_store(
                is_server=False,
                server_addr=socket.gethostname(),
                server_port=0,
                world_size=2,
                timeout=1,
            )

    def test_port_already_in_use_on_server(self):
        # try to create the TCPStore server twice on the same port
        # the second should fail due to a port conflict
        # first store binds onto a free port
        # try creating the second store on the port that the first store binded to
        server_addr = socket.gethostname()
        pick_free_port = 0
        store1 = create_c10d_store(
            is_server=True,
            server_addr=server_addr,
            server_port=pick_free_port,
            timeout=1,
        )
        with self.assertRaises(RuntimeError):
            create_c10d_store(
                is_server=True, server_addr=server_addr, server_port=store1.port
            )

    def test_port_already_in_use_on_worker(self):
        sock = get_socket_with_port()
        with closing(sock):
            port = sock.getsockname()[1]
            # on the worker port conflict shouldn't matter, it should just timeout
            # since we never created a server
            with self.assertRaises(TimeoutError):
                create_c10d_store(
                    is_server=False,
                    server_addr=socket.gethostname(),
                    server_port=port,
                    timeout=1,
                )


if __name__ == "__main__":
    run_tests()